Post doc position in Enhancing 2D Material Growth with Artificial Neural Networks (NeuroMatGrow) Full-time Job
5 months ago - Engineering - PisaJob Details
- (2300007J)
CUP J53C22003010006
Commitment & contract: post doc co.co.co
Location: Pisa CNI@NEST
THE PROJECT
In this cutting-edge project, we are harnessing the power of artificial neural networks and evolutionary reinforcement learning to revolutionize the growth of 2D homo/heterostructures with pinpoint precision. Our goal is to optimize the growth process by steering it towards specific crystal phases, unlocking new opportunities in materials science. By combining advanced AI techniques with materials synthesis, we are pushing the boundaries of control and predictability in 2D material engineering, paving the way for novel applications in electronics, photonics, and beyond.
WHO WE ARE
At IIT we work enthusiastically to develop human-centered Science and Technology to tackle some of the most pressing societal challenges of our times and transfer these technologies to the production system and society. Our Genoa headquarter is strictly inter-connected with our 11 centers around Italy and two outer-stations based in the US for a truly interdisciplinary experience.
YOUR TEAM
You will be working in a multicultural and multi-disciplinary group, where physicists, chemists, surface scientists, electrical and biomedical engineers collaborate, each with their own expertise, to carry out common research in tight collaboration with industrial partners.
The “2D Materials Engineering” Research Line is coordinated by Dr. Camilla Coletti, Principal Investigator and Coordinator for the Graphene Flagship activities in IIT, who has extensive experience in 2D materials, surface science, chemical vapor deposition and photonics.
The mission of 2D Materials Engineering is to synthesize, investigate, and tailor two-dimensional materials and their heterostructures with the goal of enabling next generation photonic, electronic, biomedical and quantum devices. To this end, we cover the whole path: from the design of novel materials, displaying unprecedent electronic, optical and magnetic properties, to their implementation in real-world applications and industrial production lines.
Within the team, your main responsibilities will be:
Interface with the artificial intelligence development team of spoke 10 to ensure successful implementation of the artificial neural network for the specific growth target.
Conduct chemical vapor deposition growth of the selected 2D material, adhering to experimental protocols and safety guidelines.
Perform sample preparation, including cleaning and fabrication in the cleanroom environment, ensuring sample quality and consistency.
Conduct sample characterization using techniques such as Atomic Force Microscopy (AFM) and Raman spectroscopy to assess material properties.
Perform data analysis to extract meaningful insights from experimental data.
WHAT WOULD MAKE YOU SHINE
Eligible applicants must have a Ph.D. in Physics, Chemistry, Material Science, Electrical Engineering, Materials Engineering or related fields.
Strong experimental skills
A strong publication record
The ability to properly report, organize and publish research data
Creativity and marked enthusiasm for research is mandatory
Excellent command in spoken and written English
EXTRA AWESOME
Previous experience in 2D materials growth will be highly evaluated.
Experience on artificial neural networks and machine learning.
Cleanroom experience
Good communication skills
Strong problem-solving attitude
High motivation to learn
Spirit of innovation and creativity
Good in time and priority management
Ability to work in a challenging and international environment
Ability to work independently and collaboratively in a highly interdisciplinary environment
COMPENSATION & BENEFITS
Competitive salary package for international standards
Private health care coverage
Wide range of staff discounts
WHAT’S IN FOR YOU?
An equal, inclusive and multicultural environment ready to welcome you with open arms.
We like contamination and encourage you to mingle and discover what other people are up to in our labs!
If you are a startupper or a business-minded person, you will find some exceptionally gifted professionals ready to nurture and guide your attitude and aspirations.
If you want your work to have a real impact, in IIT you will find an innovative and stimulating culture that drives our mission to contribute to the improvement and well-being of society!
We stick to our values! Integrity, courage, societal responsibility and inclusivity are the values we believe in! They define us and our actions in our everyday life. They guide us to accomplish IIT mission!
If you feel this tickles your appetite for change, do not hesitate and apply
Please submit your application using the online form and including a detailed CV, cover letter (outlining motivation, experience and qualifications) and contact details of 2 references.
Application’s deadline: October 31 , 2023
The Selection processes will be managed in compliance with the provisions established in Article 7 of the Funding Decree 1053 del 23.06.2022
We inform you that the information you provide will be used solely for the purposes of evaluating and selecting professional profiles in order to meet the requirements of Istituto Italiano di Tecnologia.
Your data will be processed by Istituto Italiano di Tecnologia, based in Genoa, Via Morego 30, acting as Data Controller, in compliance with the rules on protection of personal data, including those related to data security.
Please also note that, pursuant to articles 15 et. seq. of European Regulation no. 679/2016 (General Data Protection Regulation), you may exercise your rights at any time by contacting the Data Protection Officer (phone Tel: +39 010 28961 - email: dpo@iit.it ).
Primary Location PISA
Job Postdoc
Organization 2D Materials Engineering
Job Posting Oct 6, 2023, 3:08:31 AM
